Villagers Disappearing

On a Minecraft Realm that I play on I have some villager but from time to time some of them just disappear. I would go somewhere else and when I come back they would not be there. 

As well as this there is a visible glitch. when the villagers go to sleep you can not see them. They are still there but invisible. when they wake up you can see them.